hllm
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
hllm is multi-agent orchestration platform.
Mostly:rdf:type(12), has feature(8), is for benchmarking(3)
Maturity scale
raw canonical shape-checked rule-derived certifiedFull Namein disputefullName
Rdf:typein disputerdf:type
- System[33]all time · 8
- Technology[36]all time · 95
- Project[37]all time · 99
- Software Tool[40]sourceall time · 1095
- Software Tool[43]all time · 38
- Platform[44]all time · 9
- Software Tool[45]all time · 10
- Platform[46]all time · 31
- Project[47]all time · 32
- Software System[48]all time · 42
Inbound mentions (75)
Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.
hasAccessToHas Access to(2)
- AI Assistant
ex:ai-assistant - AI Assistant
ex:ai-assistant
implicatesHllmRelevanceImplicates Hllm Relevance(2)
- Factorization Property Positive Maps
ex:factorization-property-positive-maps - Sequential Category Aggregation
ex:sequential-category-aggregation
mentionsEntityMentions Entity(2)
- Chat Message 2026 01 22 19 43 1
ex:chat-message-2026-01-22-19-43-1 - Message 4
ex:message-4
referencesEntityReferences Entity(2)
- Message 2025 12 16 11 18 Bot
ex:message-2025-12-16-11-18-bot - Message 2026 01 24 02 32
ex:message-2026-01-24-02-32
alsoFailsPromptRespectAlso Fails Prompt Respect(1)
- Consensus Mode
ex:consensus-mode
askedQuestionAboutAsked Question About(1)
- Ajaxdavis
ex:ajaxdavis
askedQuestionAboutToolForProjectAsked Question About Tool for Project(1)
- Ajaxdavis
ex:ajaxdavis
asksQuestionAboutBuildingForAsks Question About Building for(1)
- Ajaxdavis
ex:ajaxdavis
concernsTopicConcerns Topic(1)
- Search Arxiv for Papers About Hllm
ex:search-arxiv-for-papers-about-hllm
consideredBrowserExecutionConsidered Browser Execution(1)
- Traves Theberge
ex:traves-theberge
describedDescribed(1)
- Omega Bot
ex:omega-bot
encounteringIssueWithEncountering Issue With(1)
- Traves Theberge
ex:traves_theberge
expressesEnthusiasmAboutExpresses Enthusiasm About(1)
- Traves Theberge
ex:traves_theberge
expressesExcitementExpresses Excitement(1)
- Traves Theberge
ex:traves_theberge
focusesOnDeploymentChallengesFocuses on Deployment Challenges(1)
- Chat Context
ex:chat-context
forHllmFor Hllm(1)
- Knowledge Segments
ex:knowledge-segments
forHllmAgentsFor Hllm Agents(1)
- Knowledge Segments
ex:knowledge-segments
generatedByGenerated by(1)
- Python Programs
ex:python-programs
hasEnoughProjectsHas Enough Projects(1)
- Traves Theberge
ex:traves_theberge
:hasIntegrationParticipant:has Integration Participant(1)
- Hllm Tpmjs Integration
ex:hllm-tpmjs-integration
hasObservabilityAndTraceabilityHas Observability and Traceability(1)
- Hllm
ex:hllm
hasRealTimeTopologicalRoutingVisualizationHas Real Time Topological Routing Visualization(1)
- Hllm
ex:hllm
implicatesRelevanceToHllmImplicates Relevance to Hllm(1)
- Listed Papers
ex:listed-papers
integratesTechnologiesIntegrates Technologies(1)
- Traves Theberge
ex:traves-theberge
isAliveIs Alive(1)
- Hllm
ex:hllm
isHierarchicalLargeLanguageModelIs Hierarchical Large Language Model(1)
- Hllm
ex:hllm
isRunningInIs Running in(1)
- Unsandbox
ex:unsandbox
mentionedContextMentioned Context(1)
- Traves Theberge
ex:traves_theberge
mentionedProjectMentioned Project(1)
- Traves Theberge
ex:traves-theberge
mentionedSystemMentioned System(1)
- Ajaxdavis
ex:ajaxdavis
mentionsMentions(1)
- Msg 3
ex:msg-3
mentionsPlatformMentions Platform(1)
- AI Assistant System Prompt
ex:ai-assistant-system-prompt
mentionsTechnologyMentions Technology(1)
- Message 2025 12 16 02 57
ex:message-2025-12-16-02-57
:mentionsTopic:mentions Topic(1)
- Message 3
ex:message-3
modelsAfterModels After(1)
- Todo Create Llms Text
ex:todo-create-llms-text
motivatedByMotivated by(1)
- Ajaxdavis
ex:ajaxdavis
namedProjectNamed Project(1)
- Traves Theberge
ex:traves_theberge
offersToClarifyTermOffers to Clarify Term(1)
- Omega Bot
ex:omega-bot
plansToUsePlans to Use(1)
- Ajaxdavis
ex:ajaxdavis
plansToWorkOnAfterCompletingPlans to Work on After Completing(1)
- Traves Theberge
ex:traves-theberge
presupposesExistencePresupposes Existence(1)
- Tool Getstats
ex:tool-getstats
proposedUsingProposed Using(1)
- Foxhop
ex:foxhop
providesPublicStatsProvides Public Stats(1)
- Getstats Tool
ex:getstats-tool
providesQueryProvides Query(1)
- Traves Theberge
ex:traves-theberge
purposeOfPurpose of(1)
- Creating Model for Hllm
ex:creating-model-for-hllm
referencesReferences(1)
- Poem About Messages
ex:poem-about-messages
referencesTopicReferences Topic(1)
- Message 1
ex:message-1
relatedToStatisticsRelated to Statistics(1)
- Hllm Tools
ex:hllm-tools
relatesToTopicRelates to Topic(1)
- Research Papers
ex:research-papers
requestsEnhancementRequests Enhancement(1)
- Traves Theberge
ex:traves_theberge
requiresSecondServiceRequires Second Service(1)
- Traves Theberge
ex:traves-theberge
respondsToAjaxdavisQueryResponds to Ajaxdavis Query(1)
- Traves Theberge
ex:traves_theberge
retrievesPublicHllmStatisticsRetrieves Public Hllm Statistics(1)
- Tool Getstats
ex:tool-getstats
showsInterestShows Interest(1)
- Ajaxdavis
ex:ajaxdavis
sourcesSources(1)
- Tpmjs
ex:tpmjs
specifiedProjectSpecified Project(1)
- Traves Theberge
ex:traves-theberge
specifiedQueryTopicSpecified Query Topic(1)
- Traves Theberge
ex:traves-theberge
specifiesProjectSpecifies Project(1)
- Traves Theberge
ex:traves-theberge
suggestedChangeSuggested Change(1)
- Traves Theberge
ex:traves-theberge
suitableAsGuardrailForSuitable As Guardrail for(1)
- Blocks
ex:blocks
suitableForDemosSuitable for Demos(1)
- Unsandbox
ex:unsandbox
suitableForDemosDespiteBetaSuitable for Demos Despite Beta(1)
- Unsandbox
ex:unsandbox
targetsTopicsTargets Topics(1)
- Omega Bot
ex:omega-bot
tookNightOffTook Night Off(1)
- Traves Theberge
ex:traves-theberge
willStudyFeaturesInWill Study Features in(1)
- Ajaxdavis
ex:ajaxdavis
worksLocallyWorks Locally(1)
- Traves Theberge
ex:traves-theberge
worksOnWorks on(1)
- Traves Theberge
ex:traves-theberge
Other facts (91)
The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.
| Predicate | Value | Ref |
|---|---|---|
| Has Feature | Traceability | [2] |
| Has Feature | Observability | [2] |
| Has Feature | Observability Feature | [35] |
| Has Feature | Adaptive Card Customization | [35] |
| Has Feature | Real Time Topological Routing Visualization | [35] |
| Has Feature | Custom Adaptive Cards | [35] |
| Has Feature | Export Function | [35] |
| Has Feature | get stats | [40] |
| Is for Benchmarking | Agents | [2] |
| Is for Benchmarking | Patterns | [2] |
| Is for Benchmarking | Tool Calls | [2] |
| Is Named | HLLM - Hierarchical Large Language Model | [2] |
| Is Named | HLLM | [28] |
| Is Alive | Traves Theberge | [2] |
| Is Alive | Hllm | [10] |
| Benchmarks Patterns | Patterns | [10] |
| Benchmarks Patterns | true | [35] |
| Is a | Heterogeneous Language Learning Model | [27] |
| Is a | Multi Agent Orchestration Platform | [27] |
| Uses Content As | context | [48] |
| Uses Content As | Knowledge | [48] |
| Is Project Using Tailwind and Shadcn | null | [1] |
| Is Temporary Name | for now | [2] |
| Supports Map Reduce | Ajaxdavis | [2] |
| Ideally Has Export Function | Ts Package Export | [2] |
| Is Described As Fire | Traves Theberge | [2] |
| Encounters Token Limits | true | [2] |
| Has Visualization | Real Time Topological Routing | [2] |
| Has Chat Ui | Adaptive Cards | [2] |
| Has Custom Adaptive Cards | true | [2] |
| Component of | Key Formula | [3] |
| Client Side Processing | Embeddings | [4] |
| Uploads | True | [4] |
| Creates Embeddings Client Side | True | [4] |
| Fixed by | Traves Theberge | [4] |
| Requires Embeddings | Embeddings | [5] |
| Blocked by Vercel Limit | Vercel 250mb Limit | [5] |
| Requires Handling of | [5] | |
| Requires Sharp | Sharp | [5] |
| Works Locally | true | [5] |
| Requires Knowledge Management | Knowledge Segments | [6] |
| Target for | Custom Model | [7] |
| Nears Deployment | Vercel | [8] |
| Is Nearly Polished | Ex:undefined | [8] |
| Has Multiple Debaters | 1 and 2 | [9] |
| Benchmarks Agents and Configs | Agents | [10] |
| Handles Tool Calls and Mcps | Tool Calls | [10] |
| Has Custom Chat Ui With Adaptive Cards | Patterns | [10] |
| Has Export Function for Ts Package | Patterns and Agents | [10] |
| Is Hierarchical Large Language Model | Hllm | [10] |
| Has Observability and Traceability | Hllm | [10] |
| Has Real Time Topological Routing Visualization | Hllm | [10] |
| Solves | Skills Confusion | [11] |
| Exceeds Vercel Limit Due to | Pdf Parser and Transformers Js | [12] |
| Fixed to Upload | true | [12] |
| Is Query Term | Arxiv Query | [13] |
| Exists As Term | true | [14] |
| Exists As Topic | true | [15] |
| Is Academic Topic | Arxiv Papers | [16] |
| Solves Problem | Agent Skills Confusion | [17] |
| Believed to Solve | Traves Theberge | [17] |
| Has Public Statistics | true | [18] |
| Referenced in Tools | Tpmjs Tools Hllm Check Api Health | [19] |
| Related to Technology | AI | [20] |
| Is AI Related | Llm Topology | [21] |
| Ongoing Project | null | [22] |
| Precedes | Local Voice Setup | [23] |
| Is Project of | Traves Theberge | [23] |
| Enables Communication With | Uncloseai Models | [24] |
| Does Not Require Sync | you dont have to sync hllm | [25] |
| Targeted for Squeezing | This Aspect | [26] |
| Presupposes Existence of | Multiple AI Agents | [27] |
| Enables | Heterogeneous Language Processing | [27] |
| Is Classified As | multi-agent orchestration platform | [28] |
| Is Capable of Multi Agent Orchestration | null | [28] |
| Has Full Name | Heterogeneous Language Learning Model | [28] |
| Related to Agent Framework | Tpmjs | [29] |
| Has Features Studied by | Ajaxdavis | [30] |
| Used for | Brainstorming Python Programs | [31] |
| From | Tpmjs | [32] |
| Hosts | Unsandbox | [32] |
| Has Dependency | Tailwind | [34] |
| Associated With | Shadcn | [34] |
| Name Is Provisional | true | [35] |
| Intended for Benchmarking | true | [35] |
| Benchmarks Agents | true | [35] |
| Benchmarks Tool Calls | true | [35] |
| Rdf:type | Model Architecture | [41] |
| Description | multi-agent orchestration platform | [46] |
| Function Used for | brain storming | [50] |
| Generated Output Type | python programs | [50] |
Timeline
Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
References (50)
ctx:discord/blah/design/part-1ctx:discord/blah/general/part-79ctx:discord/blah/general/part-85ctx:discord/blah/general/part-101ctx:discord/blah/general/part-99ctx:discord/blah/memory/part-5ctx:discord/blah/models/part-14ctx:discord/blah/omega-debug/part-17ctx:discord/blah/omega-debug/part-20ctx:discord/blah/general/part-16ctx:discord/blah/general/part-17ctx:discord/blah/general/part-20ctx:discord/blah/omega/part-432ctx:discord/blah/omega/part-431ctx:discord/blah/omega/part-434ctx:discord/blah/omega/part-433ctx:discord/blah/general/part-82ctx:discord/blah/omega/part-1103ctx:discord/blah/omega/part-1104ctx:discord/blah/omega/part-1115ctx:discord/blah/omega/part-1109ctx:discord/blah/random/part-14ctx:discord/blah/prompts/part-6ctx:discord/blah/resources/part-38ctx:discord/blah/symploke/part-4ctx:discord/blah/tpmjs/part-10ctx:discord/blah/tpmjs/part-31ctx:discord/blah/tpmjs/part-30ctx:discord/blah/tpmjs/part-42ctx:discord/blah/tpmjs/part-44ctx:discord/blah/unturf/part-30ctx:discord/blah/unturf/part-29ctx:discord/blah/blocks/8- full textblocks-8text/plain3 KB
doc:agent/blocks-8/75502eef-8ec0-4d1f-92fb-dafeb2071e90Show excerpt
[2025-12-30 03:24] ajaxdavis: about to start work on it and bring into all projects [2025-12-30 03:27] ajaxdavis: fixing this hllm integration/tpmjs first though [2025-12-31 09:47] ajaxdavis: considering just booting up claude in my `repos`…
ctx:discord/blah/design/1- full textdesign-1text/plain3 KB
doc:agent/design-1/1e000c05-02f2-4715-a444-81e83eeda567Show excerpt
[2025-11-21 04:45] ajaxdavis: v0 randomly came up with this design for something, kinda like it, might use for something else. a part of that larger trend design is going through with ai right now with those thin borders (files: Screenshot_…
ctx:discord/blah/general/79- full textgeneral-79text/plain3 KB
doc:agent/general-79/9fa1a062-7f0b-4a2e-a3ad-e449694ae7ccShow excerpt
[2025-11-25 07:57] traves_theberge: What the flock ! [2025-11-25 21:13] traves_theberge: okay so hear me out (files: image.png) [2025-11-25 21:25] traves_theberge: Working on a Pattern + Agent chat interface I'm calling it HLLM - Hierarchi…
ctx:discord/blah/general/95- full textgeneral-95text/plain3 KB
doc:agent/general-95/0f0b27f9-220e-49fe-bb82-2c0324e956feShow excerpt
[2026-01-19 03:58] xenonfun: you don't actually...your just my puppet at the moment [2026-01-20 17:16] kavi5622: have you guys heard of Euria? https://news.infomaniak.com/en/euria-sovereign-ai-assistant/ [2026-01-20 17:16] kavi5622: anyone …
ctx:discord/blah/general/99- full textgeneral-99text/plain3 KB
doc:agent/general-99/363ec96d-bdb9-4342-9ff2-f8631cca49daShow excerpt
[2026-01-25 00:43] xenonfun: running... okay this wrote a novel in misistral3:8b local too big for discord formatted (files: Screenshot_2026-01-24_at_7.41.03_PM.png, Screenshot_2026-01-24_at_7.42.27_PM.png) [2026-01-25 00:45] xenonfun: (fi…
ctx:discord/blah/omega-debug/17- full textomega-debug-17text/plain3 KB
doc:agent/omega-debug-17/a1e9d2cb-4856-469f-a7dc-1ef98458e120Show excerpt
[2025-11-30 05:25] ajaxdavis: the daily blog generator was using the philosophy (files: Screenshot_2025-11-30_at_3.24.49_PM.png) [2025-11-30 05:25] ajaxdavis: (files: Screenshot_2025-11-30_at_3.25.24_PM.png) [2025-11-30 05:29] traves_thebe…
ctx:discord/blah/omega/429- full textomega-429text/plain3 KB
doc:agent/omega-429/6611a74c-d558-4af1-83c7-1408624ac063Show excerpt
[2025-11-30 05:16] omega [bot]: ✅ Responding (99% confidence) ||📋 Reason: AI: The message 'Search arXiv for papers about HLLM' contains no explicit rejection signals (Level 1). It is an indirect request to Omega in the #omega channel to per…
ctx:discord/blah/omega/1095- full textomega-1095text/plain2 KB
doc:agent/omega-1095/f1d960e9-c924-495f-8163-f32c2c533b87Show excerpt
[2026-02-17 07:47] omega [bot]: ❌ An error occurred during **message processing**: MiniSearch: duplicate ID savageWitEnhancer. Please try again or contact support if the issue persists. [2026-02-17 07:48] ajaxdavis: send an email to thomasa…
ctx:discord/blah/omega/1109- full textomega-1109text/plain3 KB
doc:agent/omega-1109/34b7c8cd-486b-49f2-8dd5-62db6a7914ebShow excerpt
[2026-02-17 11:36] omega [bot]: 🔧 3/3: tpmjsRegistryExecute ✅ Success **Args:** ```json { "toolId": "@tpmjs/tools-hllm::getStats", "params": {} } ``` **Result:** ```json { "success": true, "authenticated": true, "toolId": "@tpmjs/…
ctx:discord/blah/prompts/6- full textprompts-6text/plain3 KB
doc:agent/prompts-6/c42b8b45-b83d-4768-8c57-e3d7fdb94d01Show excerpt
[2026-01-08 08:49] traves_theberge: Seriously need to just get a local voice with tool calls to Claude set up. After I’m done hllm I’ll work on that ! [2026-01-08 12:01] traves_theberge: (files: image0.jpg) [2026-01-08 12:08] ajaxdavis: tr…
ctx:discord/blah/resources/38- full textresources-38text/plain2 KB
doc:agent/resources-38/ac95cd51-4f4a-4ff8-bbd3-102020fd76c7Show excerpt
[2026-02-12 01:35] ajaxdavis: https://x.com/idosal1/status/2021661861163544818 [2026-02-12 01:43] ajaxdavis: well that works surprisingly well, just ran the npx command and it all boots up and works nicely [2026-02-12 01:46] traves_theberge…
ctx:discord/blah/tpmjs/9- full texttpmjs-9text/plain3 KB
doc:agent/tpmjs-9/db144dd0-6698-4f85-b970-161d8c833da7Show excerpt
[2025-12-15 07:56] ajaxdavis: i'll just reduce the scope to a very basic one that works 1) add blah mcp server to claude code 2) add all the mcp servers you use to the blah config 3) if someone writes something into claude code, blah wo…
ctx:discord/blah/tpmjs/10- full texttpmjs-10text/plain3 KB
doc:agent/tpmjs-10/386e4148-b627-4bc2-a037-4969a3f6dcdaShow excerpt
[2025-12-31 11:58] ajaxdavis: - must be a way to pipe blocks valdidation to claude code instead of api based token usage [2025-12-31 12:15] ajaxdavis: claude is nailing the back and fourth between the blocks.yml and the actual code (files: …
ctx:discord/blah/tpmjs/31- full texttpmjs-31text/plain2 KB
doc:agent/tpmjs-31/fdc6c0b4-53c2-4dce-b644-4b981e131940Show excerpt
[2026-01-17 02:03] ajaxdavis: ``` You are an AI assistant with access to HLLM (Heterogeneous Language Learning Model) - a multi-agent orchestration platform. You can execute complex AI workflows, manage chat sessions, and interact with var…
ctx:discord/blah/tpmjs/32- full texttpmjs-32text/plain3 KB
doc:agent/tpmjs-32/4c9aaf46-05a6-431c-addc-67ae3bf96676Show excerpt
[2026-01-17 15:00] ajaxdavis: <@1211062099137265723> finally had an idea on how to do your subagents ideas with tpmjs (skills + tools = subagent kind of thing) if i build a cli for tpmjs kind of thing, i will have a "Skills" page or somet…
ctx:discord/blah/tpmjs/42- full texttpmjs-42text/plain3 KB
doc:agent/tpmjs-42/08ba472d-8862-45a6-b3b0-b1bb895662cbShow excerpt
[2026-01-22 18:00] ajaxdavis: ``` ⏺ Found the issue. The package has two validation errors: 1. Invalid category: "integration" is not a valid category. Valid categories are: - research, web, data, documentation, engineering, securit…
ctx:discord/blah/tpmjs/43- full texttpmjs-43text/plain3 KB
doc:agent/tpmjs-43/26880e2c-ea7c-43f5-982f-f3f00ff4150bShow excerpt
[2026-01-22 19:43] ajaxdavis: so you want to build something for tpmjs or hllm? or something else? [2026-01-22 19:43] ajaxdavis: still confused [2026-01-22 19:44] traves_theberge: No i want TPMJS TO GIVE ME THE HOW TO USE THIS TOOL SKILL fo…
ctx:discord/blah/unturf/30- full textunturf-30text/plain2 KB
doc:agent/unturf-30/5dd6041d-7bf6-4fff-91af-75dd760f76f4Show excerpt
[2025-12-16 03:21] ajaxdavis: maybe there are none (files: Screenshot_2025-12-16_at_1.21.33_PM.png) [2025-12-16 03:21] ajaxdavis: i was just using runCode and waiting for responses so not sure how it got to saying there was concurrent ones …
See also
- Traceability
- Observability
- Ajaxdavis
- Ts Package Export
- Traves Theberge
- Real Time Topological Routing
- Agents
- Patterns
- Tool Calls
- Adaptive Cards
- Key Formula
- Embeddings
- True
- Traves Theberge
- Vercel 250mb Limit
- Sharp
- Knowledge Segments
- Custom Model
- Vercel
- Ex:undefined
- Patterns and Agents
- Skills Confusion
- Pdf Parser and Transformers Js
- Arxiv Query
- Arxiv Papers
- Agent Skills Confusion
- Tpmjs Tools Hllm Check Api Health
- Llm Topology
- Local Voice Setup
- Uncloseai Models
- This Aspect
- Heterogeneous Language Learning Model
- Multi Agent Orchestration Platform
- Multiple AI Agents
- Heterogeneous Language Processing
- Tpmjs
- Brainstorming Python Programs
- Unsandbox
- System
- Tailwind
- Shadcn
- Observability Feature
- Adaptive Card Customization
- Real Time Topological Routing Visualization
- Custom Adaptive Cards
- Export Function
- Technology
- Project
- Software Tool
- Model Architecture
- Platform
- Software System
- Software Project
- Tool
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